Novel models based on machine learning to predict the prognosis of metaplastic breast cancer

Novel models based on machine learning to predict the prognosis of metaplastic breast cancer

Background: Metaplastic breast cancer (MBC) is a rare and highly aggressive histological subtype of breast cancer. There remains a significant lack of precise predictive models available for use in clinical practice. Methods: This study utilized patient data from the SEER database (2010–2018) for da...

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Bibliographic Details
Main Authors: Yinghui Zhang, Wenxin An, Cong Wang, Xiaolei Liu, Qihong Zhang, Yue Zhang, Shaoqiang Cheng
Format: Article
Language:English
Published: Elsevier 2025-02-01
Series:Breast
Subjects:
Metaplastic breast cancer
CatBoost algorithm
SEER
SHAP
Radiotherapy
Online Access:http://www.sciencedirect.com/science/article/pii/S0960977624001899
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